{"id":"W2770056877","doi":"10.1115/1.4038439","title":"New Adjustable Unloader Knee Brace and Its Effectiveness","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Brace; Medicine; Osteoarthritis; Knee Joint; Condyle; Orthodontics; Coronal plane; Cadaver; Physical medicine and rehabilitation; Surgery; Anatomy; Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966662,0.0001087718,0.0003816103,0.00006289617,0.0001304797,0.00006748598,0.0001630852,0.00014797,0.0004744332],"category_scores_gemma":[0.0006478771,0.00007232235,0.00008063617,0.0000283354,0.00003831715,0.0003071331,0.00006523835,0.0002800401,0.00002409884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002285618,"about_ca_system_score_gemma":0.0002922896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218876,"about_ca_topic_score_gemma":0.00002768288,"domain_scores_codex":[0.9986663,0.00004510713,0.0002382048,0.0001098728,0.0007702564,0.0001702814],"domain_scores_gemma":[0.9987434,0.0001403742,0.0002664634,0.0001328837,0.000111295,0.0006055954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001248063,0.0003543718,0.0515625,0.0008143989,0.0004362503,0.005804157,0.0003845709,4.226862e-7,0.00782845,0.002811078,0.003148277,0.9256074],"study_design_scores_gemma":[0.07339668,0.0178923,0.6312053,0.01895216,0.002356395,0.01637457,0.0008991217,0.0002178691,0.08632204,0.002692712,0.1489194,0.000771375],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768755,0.01402327,0.0001530487,0.006515326,0.0007112573,0.0001602729,0.000001102471,0.000009988856,0.001550201],"genre_scores_gemma":[0.9968645,0.0006357179,0.0004310033,0.0003123014,0.000716362,0.000001369121,7.899814e-7,0.00001138648,0.001026557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9248361,"threshold_uncertainty_score":0.5194711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138915740057031,"score_gpt":0.3220709698824187,"score_spread":0.3006818124818484,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}